Title | MODA 5 โ Advances in Model-Oriented Data Analysis and Experimental Design [electronic resource] : Proceedings of the 5th International Workshop in Marseilles, France, June 22-26, 1998 / edited by Anthony C. Atkinson, Luc Pronzato, Henry P. Wynn |
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Imprint | Heidelberg : Physica-Verlag HD : Imprint: Physica, 1998 |
Connect to | http://dx.doi.org/10.1007/978-3-642-58988-1 |
Descript | XIV, 300 p. 2 illus. online resource |
1: Optimal Design -- 1 Optimum Chemical Balance Weighing Designs Under Equal Correlations of Errors -- 2 E-Optimal Designs for the Double Exponential Model -- 3 Comparison of Spectral and Hadamard Bounds for D-Optimality -- 4 Characteristic Polynomial Criteria in Optimal Experimental Design -- 5 MV-Optimization in Weighted Linear Regression -- 6 Analytical Theory of E-Optimal Designs for Polynomial Regression on a Segment -- 7 Optimal Designs for Models with Ignored Heteroscedasticity -- 8 D-Optimal Designs for Weighted Polynomial Regression Without any Initial Terms -- 9 Selective Random Search for Optimal Experiment Designs -- 10 Asymptotic Upper Bounds for the Optimal Design Length in Factor Screening Experiments -- 11 On the Equal Allocation Rules in Quantal Dose-Response Experiments -- 2: Parameter Estimation -- 12 On Sequential Estimation of Parameters for Linear Regression with Martingale Noise -- 13 Interval Analysis for Guaranteed Nonlinear Parameter Estimation -- 14 A Numerical Study of Singularly Perturbed Markovian Systems -- 15 Breakdown Points of Estimators for Aspects of Linear Models -- 16 Approximate Densities of Two Bias-Corrected Nonlinear LS Estimators -- 17 On Robust Estimation of a Correlation Coefficient and Correlation Matrix -- 3: Hypothesis Testing -- 18 Designing Experiments for Adaptively Fitted Models -- 19 Testing Genetic Parameters in the Mixed Model of Triallel Analysis -- 20 Non-Parametric Search for Significant Variables of a Linear Model -- 21 Two-Stage Designs for Model Discrimination and Parameter Estimation -- 22 Determination of the Size of an Experiment -- 4: Foundations and Developments in Experimental Design -- 23 Multivariate Prediction: Selection of the Most Informative Components to Measure -- 24 The Generalized ?-Method in Taguchi Experiments -- 25 Some Statistical Properties of Nested Block Designs -- 26 A New Interpretation of Design Measures -- 27 Risk Based Optimal Designs -- 28 Quality Improvement Through Mechanistic Models -- 5: The Teaching of Experimental Design -- 29 Teaching Experimental Design -- 30 Discussion on โTeaching Experimental Designโ -- List of Contributors